Search Results for author: Huihui Pan

Found 5 papers, 3 papers with code

Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers

1 code implementation19 Oct 2023 Yuanduo Hong, Jue Wang, Weichao Sun, Huihui Pan

Building upon the original motivations of plain ViTs, which are simplicity and generality, we explore high-performance `minimalist' systems to this end.

Decoder Segmentation +1

Representation Separation for Semantic Segmentation with Vision Transformers

no code implementations28 Dec 2022 Yuanduo Hong, Huihui Pan, Weichao Sun, Xinghu Yu, Huijun Gao

Vision transformers (ViTs) encoding an image as a sequence of patches bring new paradigms for semantic segmentation. We present an efficient framework of representation separation in local-patch level and global-region level for semantic segmentation with ViTs.

Semantic Segmentation

A CRF-based Framework for Tracklet Inactivation in Online Multi-Object Tracking

no code implementations30 Nov 2020 Tianze Gao, Huihui Pan, Zidong Wang, Huijun Gao

In this paper, a conditional random field (CRF) based framework is put forward to tackle the tracklet inactivation issue in online MOT problems.

Multi-Object Tracking Online Multi-Object Tracking

Monocular 3D Object Detection with Sequential Feature Association and Depth Hint Augmentation

1 code implementation30 Nov 2020 Tianze Gao, Huihui Pan, Huijun Gao

In this work, a unified network named as FADNet is presented to address the task of monocular 3D object detection.

Autonomous Driving Depth Estimation +3

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